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- PQEncoder.fit and fit_transform now default to device='auto' so GPU is picked automatically when available, matching PQKMeans semantics. - Replace `assert X == True/False` with idiomatic `assert X` / `assert not X` in the encoder's trained-state guards. - Tighten PQKMeans._fit_gpu return type with @overload so fit_predict no longer returns a misleading np.ndarray | None union. - Fix "fingeprint" typo in a user-facing assertion message.
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assert X == True/Falsewith idiomaticassert X/assert not Xin the encoder's trained-state guards.